nuster1128 / Awesome-Causal-PapersView external linksLinks
We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)
☆99Mar 29, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Causal-Papers
Users that are interested in Awesome-Causal-Papers are comparing it to the libraries listed below
Sorting:
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆34Jun 10, 2025Updated 8 months ago
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆19Jan 23, 2024Updated 2 years ago
- [NAACL 2025 Demo Track] GenSim: A General Social Simulation Platform with Large Language Model based Agents☆83Dec 14, 2024Updated last year
- ☆63Nov 15, 2023Updated 2 years ago
- Multi-Instance Causal Representation Learning☆21Nov 7, 2024Updated last year
- 🛠 How to Apply Causal ML to Real Scene Modeling?How to learn Causal ML?【✔从Causal ML到实际场景的Uplift建模】☆150Mar 25, 2023Updated 2 years ago
- 📚 A collection of awesome Causality in ST data papers.☆44Feb 3, 2026Updated 2 weeks ago
- Causal Neural Nerwork☆148Sep 26, 2025Updated 4 months ago
- ☆26Feb 16, 2022Updated 4 years ago
- TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21☆26Jun 22, 2023Updated 2 years ago
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.☆41Mar 3, 2023Updated 2 years ago
- Awesome Self-Supervised Vision Learning☆11Mar 27, 2024Updated last year
- [SDM'23] ML4C: Seeing Causality Through Latent Vicinity☆14Nov 9, 2022Updated 3 years ago
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆34Sep 20, 2024Updated last year
- HACSurv: A Hierarchical Copula-based Approach for Survival Analysis with Dependent Competing Risks☆12Mar 5, 2025Updated 11 months ago
- The official implementation for WWW 2022 paper "A Model-Agnostic Causal Learning Framework for Recommendation using Search Data"☆31Jan 19, 2023Updated 3 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 3 years ago
- ☆15Feb 28, 2023Updated 2 years ago
- A curated list of causal reinforcement learning resources.☆106Dec 16, 2023Updated 2 years ago
- ☆17May 12, 2025Updated 9 months ago
- Time series data structure learning with NOTEARS and DYNOTEARS☆15May 23, 2024Updated last year
- ☆21Nov 5, 2024Updated last year
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 2 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆20Feb 9, 2024Updated 2 years ago
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆22Jun 15, 2023Updated 2 years ago
- ☆18Jan 23, 2023Updated 3 years ago
- ☆25Dec 20, 2021Updated 4 years ago
- Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant predictio…☆25Feb 15, 2024Updated 2 years ago
- Stable Differentiable Causal Discovery (SDCD)☆26Jun 17, 2024Updated last year
- Must-read papers and resources related to causal inference and machine (deep) learning☆750Nov 23, 2022Updated 3 years ago
- [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"☆28Dec 2, 2024Updated last year
- [2025] Efficient Vision Language Models: A Survey☆47Jul 14, 2025Updated 7 months ago
- ☆23Dec 19, 2022Updated 3 years ago
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆21Nov 21, 2022Updated 3 years ago
- ☆31Jan 7, 2023Updated 3 years ago
- Trustworthy AI related projects☆1,103Nov 13, 2025Updated 3 months ago
- A collection of research works about causal inference for recommender systems, including papers and code.☆32Dec 7, 2024Updated last year
- Counterfactual Regression☆25Jul 12, 2016Updated 9 years ago